Model comparison

Mercury 2.5 vs Phi-4

Mercury 2.5 is the stronger model overall, scoring 33.5 to 31.2 on the Noometry Index.

Last verified . 0 shared benchmarks.

Mercury 2.5 Inception

33.5

Rank #242 Reported

Phi-4 Microsoft

31.2

Rank #279 Confirmed

Summary

  • The widest gap is in coding, where Mercury 2.5 leads 39.5 to 34.4.
  • Mercury 2.5 is cheaper at $0.04 / $0.15 per million input/output tokens, against $0.07 / $0.14 for Phi-4.
  • Mercury 2.5 accepts more context: 260K tokens versus 128K.
  • Phi-4 has downloadable open weights; the other is API-only.

Side by side

Mercury 2.5 and Phi-4 specifications
Mercury 2.5Phi-4
ProviderInceptionMicrosoft
Noometry Index33.531.2
Released2026-09-082024-12-11
WeightsProprietaryOpen
Context window260K128K
Max output66K4K
Input $ / M tokens$0.04$0.07
Output $ / M tokens$0.15$0.14
Results tracked437

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Category by category

Coding Mercury 2.5 leads

Mercury 2.5: 39.5 (#156), Phi-4: 34.4 (#239)

Coding benchmarks
BenchmarkMercury 2.5Phi-4
SciCode38.5%—
BigCodeBench Instruct—45.5%
LiveBench Coding—30.7%
LMArena Coding—1231
BigCodeBench Complete—55.4%
ALE-Bench301.65—

Agentic & Tool Use Not comparable

Mercury 2.5: —, Phi-4: 22.8 (#128)

Agentic & Tool Use benchmarks
BenchmarkMercury 2.5Phi-4
Berkeley Function Calling Leaderboard—28.8%
BALROG—11.6%

Reasoning Mercury 2.5 leads

Mercury 2.5: 22.4 (#193), Phi-4: 17.7 (#291)

Reasoning benchmarks
BenchmarkMercury 2.5Phi-4
CritPt0%—
Chess Puzzles—1%
LiveBench Reasoning—47.8%
LMArena Hard Prompts—1220
LiveBench Data Analysis—45.2%
Epoch Capabilities Index—130.42
LiveBench—41.6%

Math Mercury 2.5 leads

Mercury 2.5: 23.3 (#272), Phi-4: 20.8 (#285)

Math benchmarks
BenchmarkMercury 2.5Phi-4
OTIS Mock AIME 2024-2025—13.8%
ProofBench3%—
LiveBench Math—42%
LMArena Math—1246
MATH Level 5—64.9%

Knowledge Not comparable

Mercury 2.5: —, Phi-4: 32.6 (#209)

Knowledge benchmarks
BenchmarkMercury 2.5Phi-4
GPQA Diamond—56.1%
Confabulations—29.4%
Vectara Hallucination Rate—3.7%
LMArena Expert—1203
MMLU—84.8%

Multilingual Not comparable

Mercury 2.5: —, Phi-4: 37.2 (#237)

Multilingual benchmarks
BenchmarkMercury 2.5Phi-4
LMArena Non-English—1197
LMArena Chinese—1212
LMArena French—1224
LMArena German—1222
LMArena Japanese—1158
LMArena Korean—1151
LMArena Russian—1209
LMArena Spanish—1234

Instruction Following Not comparable

Mercury 2.5: —, Phi-4: 60.4 (#251)

Instruction Following benchmarks
BenchmarkMercury 2.5Phi-4
LiveBench Instruction Following—58.4%
LMArena Instruction Following—1201

Long Context Not comparable

Mercury 2.5: —, Phi-4: 36.9 (#226)

Long Context benchmarks
BenchmarkMercury 2.5Phi-4
LMArena Longer Query—1217

Writing & Preference Not comparable

Mercury 2.5: —, Phi-4: 40.5 (#244)

Writing & Preference benchmarks
BenchmarkMercury 2.5Phi-4
LMArena Text—1217
LMArena Creative Writing—1182
Short-Story Creative Writing—62.6%
LMArena Multi-Turn—1206
LiveBench Language—25.6%

Frequently asked questions

Is Mercury 2.5 better than Phi-4?

Mercury 2.5 is the stronger model overall, scoring 33.5 to 31.2 on the Noometry Index.

Which is cheaper, Mercury 2.5 or Phi-4?

Mercury 2.5 is cheaper. It lists at $0.04 per million input tokens and $0.15 per million output tokens; Phi-4 lists at $0.07 and $0.14.

Is Mercury 2.5 or Phi-4 better for coding?

Mercury 2.5 scores higher on coding benchmarks: 39.5 versus 34.4 in the Noometry coding category.

Which has the bigger context window?

Mercury 2.5 does, with 260K tokens against 128K.

How many benchmarks do Mercury 2.5 and Phi-4 share?

0 benchmarks have published results for both models. Mercury 2.5 has 4 scored results on Noometry and Phi-4 has 37.

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